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Critical distances in pseudo-random sequences generated with composite moduli

Abstract

In periodic sequences of pseudo-random numbers generated by multiplicative congruential schemes, terms at certain critical distances are strongly correlated. For powers of two moduli a fast arithmetic method for computing these distances is given and applied to several generators. For all of them the length of the sequence that can be safety used turns out to be much shorter than the period. These correlations should be taken into account in parallel computations (e.g., Monte Carlo computations) when a single pseudo-random sequence is partitioned among concurrent processors.
Publication Date:
Dec 31, 1992
Product Type:
Technical Report
Report Number:
ETDE-IT-93-102
Reference Number:
SCA: 990200; PA: ITA-93:000218; SN: 93000967017
Resource Relation:
Other Information: PBD: 1992
Subject:
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE; PARALLEL PROCESSING; RANDOM NUMBER GENERATORS; MONTE CARLO METHOD; CORRELATIONS; 990200; MATHEMATICS AND COMPUTERS
OSTI ID:
10139014
Research Organizations:
ENEA, Bologna (Italy)
Country of Origin:
Italy
Language:
English
Other Identifying Numbers:
Other: ON: DE93778113; TRN: 93:000218
Availability:
OSTI; NTIS (US Sales Only)
Submitting Site:
ITA
Size:
10 p.
Announcement Date:
Jul 05, 2005

Citation Formats

De Matteis, A, and Pagnutti, S. Critical distances in pseudo-random sequences generated with composite moduli. Italy: N. p., 1992. Web.
De Matteis, A, & Pagnutti, S. Critical distances in pseudo-random sequences generated with composite moduli. Italy.
De Matteis, A, and Pagnutti, S. 1992. "Critical distances in pseudo-random sequences generated with composite moduli." Italy.
@misc{etde_10139014,
title = {Critical distances in pseudo-random sequences generated with composite moduli}
author = {De Matteis, A, and Pagnutti, S}
abstractNote = {In periodic sequences of pseudo-random numbers generated by multiplicative congruential schemes, terms at certain critical distances are strongly correlated. For powers of two moduli a fast arithmetic method for computing these distances is given and applied to several generators. For all of them the length of the sequence that can be safety used turns out to be much shorter than the period. These correlations should be taken into account in parallel computations (e.g., Monte Carlo computations) when a single pseudo-random sequence is partitioned among concurrent processors.}
place = {Italy}
year = {1992}
month = {Dec}
}